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    JCB
    2006
    129views more  JCB 2006»
    GenRate: A Generative Model that Reveals Novel Transcripts in Genome-Tiling Microarray Data
    13 years 6 months ago
    GenRate: A Generative Model that Reveals Novel Transcripts in Genome-Tiling Microarray Data
    Download  www.psi.toronto.edu
    Genome-wide microarray designs containing millions to hundreds of millions of probes are available for a variety of mammals, including mouse and human. These genome tiling arrays ...
    Brendan J. Frey, Quaid Morris, Timothy R. Hughes
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    BMCBI
    2005
    118views more  BMCBI 2005»
    Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes
    13 years 6 months ago
    Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes
    Download  www.biomedcentral.com
    Background: In the clinical context, samples assayed by microarray are often classified by cell line or tumour type and it is of interest to discover a set of genes that can be us...
    Thanyaluk Jirapech-Umpai, J. Stuart Aitken
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    BMCBI
    2008
    178views more  BMCBI 2008»
    Identification of coherent patterns in gene expression data using an efficient biclustering algorithm and parallel coordinate vi
    13 years 6 months ago
    Identification of coherent patterns in gene expression data using an efficient biclustering algorithm and parallel coordinate vi
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    Background: The DNA microarray technology allows the measurement of expression levels of thousands of genes under tens/hundreds of different conditions. In microarray data, genes ...
    Kin-On Cheng, Ngai-Fong Law, Wan-Chi Siu, Alan Wee...
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    PAKDD
    2007
    ACM
    152views Data Mining» more  PAKDD 2007»
    Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA)
    14 years 25 days ago
    Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA)
    Download  www.iipl.fudan.edu.cn
    While null space based linear discriminant analysis (NLDA) obtains a good discriminant performance, the ability easily suffers from an implicit assumption of Gaussian model with sa...
    Wenxin Yang, Junping Zhang
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    BMCBI
    2007
    194views more  BMCBI 2007»
    A meta-data based method for DNA microarray imputation
    13 years 6 months ago
    A meta-data based method for DNA microarray imputation
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    Background: DNA microarray experiments are conducted in logical sets, such as time course profiling after a treatment is applied to the samples, or comparisons of the samples unde...
    Rebecka Jörnsten, Ming Ouyang, Hui-Yu Wang
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